What does the 长文结构优化 AI skill do?
对合并后的长文档进行宏观结构审查。优化目录逻辑，平衡标题层级（H1-H3），调整段落节奏（合并碎段、拆分长段），确保全文结构工整、阅读流畅。
Why use 长文结构优化 on TypingMind?
Because you install it once and use it with any model. 长文结构优化 is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.
How do I install 长文结构优化 in TypingMind?
Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/bi-boo/claude-model-fingerprint/tree/main/长文结构优化. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.
Which AI models can use 长文结构优化?
Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.
How many AI models can I use with 长文结构优化?
As many as you like. As long as a model supports skills, you can use 长文结构优化 with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.
Is the 长文结构优化 AI skill free?
Yes. It is published on GitHub by bi-boo under the MIT license. You only pay your own AI provider for the tokens you use.
What are AI skills?
An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.
How are AI skills different from plugins or MCP servers?
A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.
